Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 812808 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 155.0 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 18 |
hear_left has constant value "" | Constant |
hear_right has constant value "" | Constant |
urine_protein has constant value "" | Constant |
height is highly overall correlated with weight and 2 other fields | High correlation |
weight is highly overall correlated with height and 3 other fields | High correlation |
waistline is highly overall correlated with weight | High correlation |
sight_left is highly overall correlated with sight_right | High correlation |
sight_right is highly overall correlated with sight_left | High correlation |
SBP is highly overall correlated with DBP | High correlation |
DBP is highly overall correlated with SBP | High correlation |
tot_chole is highly overall correlated with LDL_chole | High correlation |
LDL_chole is highly overall correlated with tot_chole | High correlation |
hemoglobin is highly overall correlated with height and 2 other fields | High correlation |
serum_creatinine is highly overall correlated with sex | High correlation |
SGOT_AST is highly overall correlated with SGOT_ALT | High correlation |
SGOT_ALT is highly overall correlated with SGOT_AST and 1 other fields | High correlation |
gamma_GTP is highly overall correlated with SGOT_ALT | High correlation |
sex is highly overall correlated with height and 4 other fields | High correlation |
SMK_stat_type_cd is highly overall correlated with sex | High correlation |
Reproduction
| Analysis started | 2023-09-16 11:23:21.688462 |
|---|---|
| Analysis finished | 2023-09-16 11:25:56.456169 |
| Duration | 2 minutes and 34.77 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
sex
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 812808 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 410618 | |
| 0 | 402190 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 410618 | |
| 0 | 402190 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 410618 | |
| 0 | 402190 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 812808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 410618 | |
| 0 | 402190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 812808 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 410618 | |
| 0 | 402190 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 812808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 410618 | |
| 0 | 402190 |
age
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.693727 |
| Minimum | 20 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 35 |
| median | 45 |
| Q3 | 55 |
| 95-th percentile | 70 |
| Maximum | 85 |
| Range | 65 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.912102 |
|---|---|
| Coefficient of variation (CV) | 0.2979437 |
| Kurtosis | -0.56666157 |
| Mean | 46.693727 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.15804923 |
| Sum | 37953035 |
| Variance | 193.54658 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 110095 | |
| 50 | 106637 | |
| 45 | 99448 | |
| 55 | 90543 | |
| 60 | 84267 | |
| 35 | 71799 | |
| 30 | 67334 | |
| 25 | 57920 | |
| 65 | 40465 | 5.0% |
| 70 | 36362 | 4.5% |
| Other values (4) | 47938 |
| Value | Count | Frequency (%) |
| 20 | 20162 | 2.5% |
| 25 | 57920 | |
| 30 | 67334 | |
| 35 | 71799 | |
| 40 | 110095 | |
| 45 | 99448 | |
| 50 | 106637 | |
| 55 | 90543 | |
| 60 | 84267 | |
| 65 | 40465 | 5.0% |
| Value | Count | Frequency (%) |
| 85 | 1747 | 0.2% |
| 80 | 9176 | 1.1% |
| 75 | 16853 | 2.1% |
| 70 | 36362 | 4.5% |
| 65 | 40465 | 5.0% |
| 60 | 84267 | |
| 55 | 90543 | |
| 50 | 106637 | |
| 45 | 99448 | |
| 40 | 110095 |
height
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.14691 |
| Minimum | 130 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 155 |
| median | 160 |
| Q3 | 170 |
| 95-th percentile | 175 |
| Maximum | 190 |
| Range | 60 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.229772 |
|---|---|
| Coefficient of variation (CV) | 0.056922282 |
| Kurtosis | -0.54991109 |
| Mean | 162.14691 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.02464736 |
| Sum | 1.317943 × 108 |
| Variance | 85.188691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 152062 | |
| 165 | 142807 | |
| 155 | 141606 | |
| 170 | 132508 | |
| 150 | 90337 | |
| 175 | 79989 | |
| 145 | 30802 | 3.8% |
| 180 | 29438 | 3.6% |
| 140 | 6621 | 0.8% |
| 185 | 5473 | 0.7% |
| Other values (3) | 1165 | 0.1% |
| Value | Count | Frequency (%) |
| 130 | 53 | < 0.1% |
| 135 | 826 | 0.1% |
| 140 | 6621 | 0.8% |
| 145 | 30802 | 3.8% |
| 150 | 90337 | |
| 155 | 141606 | |
| 160 | 152062 | |
| 165 | 142807 | |
| 170 | 132508 | |
| 175 | 79989 |
| Value | Count | Frequency (%) |
| 190 | 286 | < 0.1% |
| 185 | 5473 | 0.7% |
| 180 | 29438 | 3.6% |
| 175 | 79989 | |
| 170 | 132508 | |
| 165 | 142807 | |
| 160 | 152062 | |
| 155 | 141606 | |
| 150 | 90337 | |
| 145 | 30802 | 3.8% |
weight
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.650017 |
| Minimum | 25 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 55 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 85 |
| Maximum | 120 |
| Range | 95 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.144865 |
|---|---|
| Coefficient of variation (CV) | 0.19385255 |
| Kurtosis | 0.23851359 |
| Mean | 62.650017 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.55355502 |
| Sum | 50922435 |
| Variance | 147.49775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 128095 | |
| 60 | 126021 | |
| 65 | 115713 | |
| 50 | 108492 | |
| 70 | 98384 | |
| 75 | 71444 | |
| 45 | 54686 | |
| 80 | 44659 | 5.5% |
| 85 | 24991 | 3.1% |
| 40 | 13750 | 1.7% |
| Other values (10) | 26573 | 3.3% |
| Value | Count | Frequency (%) |
| 25 | 4 | < 0.1% |
| 30 | 98 | < 0.1% |
| 35 | 1414 | 0.2% |
| 40 | 13750 | 1.7% |
| 45 | 54686 | |
| 50 | 108492 | |
| 55 | 128095 | |
| 60 | 126021 | |
| 65 | 115713 | |
| 70 | 98384 |
| Value | Count | Frequency (%) |
| 120 | 117 | < 0.1% |
| 115 | 319 | < 0.1% |
| 110 | 650 | 0.1% |
| 105 | 1479 | 0.2% |
| 100 | 3017 | 0.4% |
| 95 | 6500 | 0.8% |
| 90 | 12975 | 1.6% |
| 85 | 24991 | 3.1% |
| 80 | 44659 | |
| 75 | 71444 |
waistline
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 692 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.395684 |
| Minimum | 27 |
|---|---|
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 74 |
| median | 80 |
| Q3 | 87 |
| 95-th percentile | 96 |
| Maximum | 130 |
| Range | 103 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.3863507 |
|---|---|
| Coefficient of variation (CV) | 0.11675192 |
| Kurtosis | -0.067912587 |
| Mean | 80.395684 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0.1655121 |
| Sum | 65346256 |
| Variance | 88.103579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 31533 | 3.9% |
| 81 | 28625 | 3.5% |
| 82 | 28009 | 3.4% |
| 84 | 27410 | 3.4% |
| 76 | 27015 | 3.3% |
| 83 | 26334 | 3.2% |
| 78 | 26299 | 3.2% |
| 86 | 25759 | 3.2% |
| 85 | 24534 | 3.0% |
| 79 | 24501 | 3.0% |
| Other values (682) | 542789 |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 35 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 50 | 5 | |
| 50.3 | 1 | < 0.1% |
| 50.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 130 | 3 | < 0.1% |
| 129 | 2 | < 0.1% |
| 127 | 5 | |
| 126.6 | 1 | < 0.1% |
| 126 | 2 | < 0.1% |
| 125 | 5 | |
| 124.5 | 1 | < 0.1% |
| 124.2 | 1 | < 0.1% |
| 124 | 9 | |
| 123.8 | 1 | < 0.1% |
sight_left
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96414934 |
| Minimum | 0.1 |
|---|---|
| Maximum | 2.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 2.5 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.3393459 |
|---|---|
| Coefficient of variation (CV) | 0.35196405 |
| Kurtosis | 0.068300039 |
| Mean | 0.96414934 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.04319651 |
| Sum | 783668.3 |
| Variance | 0.11515564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 168161 | |
| 1.2 | 158996 | |
| 1.5 | 104596 | |
| 0.9 | 86787 | |
| 0.8 | 81221 | |
| 0.7 | 67158 | 8.3% |
| 0.6 | 42124 | 5.2% |
| 0.5 | 40534 | 5.0% |
| 0.4 | 23575 | 2.9% |
| 0.3 | 15548 | 1.9% |
| Other values (13) | 24108 | 3.0% |
| Value | Count | Frequency (%) |
| 0.1 | 6888 | 0.8% |
| 0.2 | 9274 | 1.1% |
| 0.3 | 15548 | 1.9% |
| 0.4 | 23575 | 2.9% |
| 0.5 | 40534 | 5.0% |
| 0.6 | 42124 | 5.2% |
| 0.7 | 67158 | 8.3% |
| 0.8 | 81221 | |
| 0.9 | 86787 | |
| 1 | 168161 |
| Value | Count | Frequency (%) |
| 2.5 | 6 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.1 | 2 | < 0.1% |
| 2 | 7302 | 0.9% |
| 1.9 | 26 | < 0.1% |
| 1.8 | 22 | < 0.1% |
| 1.7 | 12 | < 0.1% |
| 1.6 | 293 | < 0.1% |
| 1.5 | 104596 | |
| 1.4 | 12 | < 0.1% |
sight_right
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96148119 |
| Minimum | 0.1 |
|---|---|
| Maximum | 2.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 2.5 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.33755081 |
|---|---|
| Coefficient of variation (CV) | 0.35107376 |
| Kurtosis | 0.051573498 |
| Mean | 0.96148119 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.011058999 |
| Sum | 781499.6 |
| Variance | 0.11394055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 170969 | |
| 1.2 | 158286 | |
| 1.5 | 103351 | |
| 0.9 | 87220 | |
| 0.8 | 80508 | |
| 0.7 | 67399 | 8.3% |
| 0.6 | 41858 | 5.1% |
| 0.5 | 39694 | 4.9% |
| 0.4 | 23932 | 2.9% |
| 0.3 | 15419 | 1.9% |
| Other values (13) | 24172 | 3.0% |
| Value | Count | Frequency (%) |
| 0.1 | 7242 | 0.9% |
| 0.2 | 9928 | 1.2% |
| 0.3 | 15419 | 1.9% |
| 0.4 | 23932 | 2.9% |
| 0.5 | 39694 | 4.9% |
| 0.6 | 41858 | 5.1% |
| 0.7 | 67399 | 8.3% |
| 0.8 | 80508 | |
| 0.9 | 87220 | |
| 1 | 170969 |
| Value | Count | Frequency (%) |
| 2.5 | 8 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.1 | 9 | < 0.1% |
| 2 | 6279 | 0.8% |
| 1.9 | 18 | < 0.1% |
| 1.8 | 27 | < 0.1% |
| 1.7 | 19 | < 0.1% |
| 1.6 | 305 | < 0.1% |
| 1.5 | 103351 | |
| 1.4 | 23 | < 0.1% |
hear_left
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2438424 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 812808 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 812808 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1625616 | |
| Other Punctuation | 812808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| 0 | 812808 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 812808 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2438424 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2438424 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
hear_right
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2438424 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 812808 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 812808 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1625616 | |
| Other Punctuation | 812808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| 0 | 812808 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 812808 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2438424 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2438424 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
SBP
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 126 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.47028 |
| Minimum | 70 |
|---|---|
| Maximum | 197 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 111 |
| median | 120 |
| Q3 | 130 |
| 95-th percentile | 145 |
| Maximum | 197 |
| Range | 127 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.117634 |
|---|---|
| Coefficient of variation (CV) | 0.11622295 |
| Kurtosis | 0.59370473 |
| Mean | 121.47028 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.40161441 |
| Sum | 98732017 |
| Variance | 199.30759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 64949 | 8.0% |
| 110 | 62378 | 7.7% |
| 130 | 56082 | 6.9% |
| 118 | 34011 | 4.2% |
| 100 | 27340 | 3.4% |
| 119 | 20357 | 2.5% |
| 128 | 19188 | 2.4% |
| 116 | 18933 | 2.3% |
| 138 | 18846 | 2.3% |
| 124 | 18307 | 2.3% |
| Other values (116) | 472417 |
| Value | Count | Frequency (%) |
| 70 | 3 | < 0.1% |
| 73 | 4 | < 0.1% |
| 74 | 2 | < 0.1% |
| 75 | 7 | < 0.1% |
| 76 | 6 | < 0.1% |
| 77 | 6 | < 0.1% |
| 78 | 11 | < 0.1% |
| 79 | 5 | < 0.1% |
| 80 | 106 | |
| 81 | 82 |
| Value | Count | Frequency (%) |
| 197 | 8 | < 0.1% |
| 196 | 10 | < 0.1% |
| 195 | 15 | < 0.1% |
| 194 | 9 | < 0.1% |
| 193 | 10 | < 0.1% |
| 192 | 20 | < 0.1% |
| 191 | 12 | < 0.1% |
| 190 | 89 | |
| 189 | 32 | < 0.1% |
| 188 | 34 | < 0.1% |
DBP
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 91 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.538216 |
| Minimum | 33 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 76 |
| Q3 | 81 |
| 95-th percentile | 90 |
| Maximum | 124 |
| Range | 91 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.6466389 |
|---|---|
| Coefficient of variation (CV) | 0.12770541 |
| Kurtosis | 0.41680189 |
| Mean | 75.538216 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.308858 |
| Sum | 61398066 |
| Variance | 93.057642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 98221 | 12.1% |
| 70 | 94542 | 11.6% |
| 78 | 37022 | 4.6% |
| 60 | 36180 | 4.5% |
| 72 | 28502 | 3.5% |
| 75 | 27023 | 3.3% |
| 74 | 26611 | 3.3% |
| 76 | 26479 | 3.3% |
| 82 | 21850 | 2.7% |
| 68 | 21271 | 2.6% |
| Other values (81) | 395107 |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 2 | < 0.1% |
| 38 | 1 | < 0.1% |
| 39 | 3 | < 0.1% |
| 40 | 12 | |
| 41 | 5 | |
| 42 | 9 | |
| 43 | 11 |
| Value | Count | Frequency (%) |
| 124 | 30 | < 0.1% |
| 123 | 18 | < 0.1% |
| 122 | 22 | < 0.1% |
| 121 | 19 | < 0.1% |
| 120 | 216 | |
| 119 | 39 | < 0.1% |
| 118 | 59 | < 0.1% |
| 117 | 45 | < 0.1% |
| 116 | 69 | < 0.1% |
| 115 | 94 |
BLDS
Real number (ℝ)
| Distinct | 130 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.907917 |
| Minimum | 30 |
|---|---|
| Maximum | 164 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 88 |
| median | 95 |
| Q3 | 103 |
| 95-th percentile | 124 |
| Maximum | 164 |
| Range | 134 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 14.290882 |
|---|---|
| Coefficient of variation (CV) | 0.14746867 |
| Kurtosis | 2.9831646 |
| Mean | 96.907917 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.2824403 |
| Sum | 78767530 |
| Variance | 204.22931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92 | 30624 | 3.8% |
| 93 | 30470 | 3.7% |
| 95 | 30405 | 3.7% |
| 94 | 30396 | 3.7% |
| 91 | 29904 | 3.7% |
| 90 | 29478 | 3.6% |
| 96 | 29091 | 3.6% |
| 97 | 28229 | 3.5% |
| 89 | 28158 | 3.5% |
| 98 | 27163 | 3.3% |
| Other values (120) | 518890 |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 34 | 2 | |
| 36 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 38 | 2 | |
| 40 | 1 | < 0.1% |
| 42 | 4 | |
| 43 | 2 | |
| 44 | 3 |
| Value | Count | Frequency (%) |
| 164 | 348 | |
| 163 | 365 | |
| 162 | 404 | |
| 161 | 375 | |
| 160 | 426 | |
| 159 | 437 | |
| 158 | 491 | |
| 157 | 473 | |
| 156 | 524 | |
| 155 | 493 |
tot_chole
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 333 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194.8582 |
| Minimum | 55 |
|---|---|
| Maximum | 393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 169 |
| median | 193 |
| Q3 | 218 |
| 95-th percentile | 258 |
| Maximum | 393 |
| Range | 338 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 36.678616 |
|---|---|
| Coefficient of variation (CV) | 0.18823235 |
| Kurtosis | 0.37133922 |
| Mean | 194.8582 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.3682965 |
| Sum | 1.583823 × 108 |
| Variance | 1345.3208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 199 | 9328 | 1.1% |
| 189 | 9215 | 1.1% |
| 184 | 9165 | 1.1% |
| 186 | 9131 | 1.1% |
| 190 | 9116 | 1.1% |
| 188 | 9099 | 1.1% |
| 196 | 9067 | 1.1% |
| 197 | 9064 | 1.1% |
| 187 | 9061 | 1.1% |
| 192 | 9052 | 1.1% |
| Other values (323) | 721510 |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 64 | 5 | |
| 65 | 2 | < 0.1% |
| 67 | 1 | < 0.1% |
| 68 | 3 |
| Value | Count | Frequency (%) |
| 393 | 2 | < 0.1% |
| 392 | 1 | < 0.1% |
| 391 | 1 | < 0.1% |
| 388 | 1 | < 0.1% |
| 387 | 2 | < 0.1% |
| 386 | 3 | |
| 385 | 2 | < 0.1% |
| 384 | 4 | |
| 383 | 5 | |
| 382 | 1 | < 0.1% |
HDL_chole
Real number (ℝ)
| Distinct | 136 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.562079 |
| Minimum | 1 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 47 |
| median | 56 |
| Q3 | 66 |
| 95-th percentile | 84 |
| Maximum | 136 |
| Range | 135 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.709993 |
|---|---|
| Coefficient of variation (CV) | 0.25555007 |
| Kurtosis | 0.77459366 |
| Mean | 57.562079 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.72727455 |
| Sum | 46786918 |
| Variance | 216.3839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 24186 | 3.0% |
| 53 | 23398 | 2.9% |
| 52 | 23352 | 2.9% |
| 54 | 23245 | 2.9% |
| 51 | 23059 | 2.8% |
| 49 | 22677 | 2.8% |
| 55 | 22486 | 2.8% |
| 56 | 22345 | 2.7% |
| 48 | 22203 | 2.7% |
| 57 | 21639 | 2.7% |
| Other values (126) | 584218 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 4 | |
| 3 | 1 | < 0.1% |
| 4 | 3 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 3 | |
| 9 | 4 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 136 | 14 | < 0.1% |
| 135 | 23 | |
| 134 | 25 | |
| 133 | 19 | |
| 132 | 26 | |
| 131 | 24 | |
| 130 | 38 | |
| 129 | 23 | |
| 128 | 38 | |
| 127 | 35 |
LDL_chole
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 295 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.36211 |
| Minimum | 1 |
|---|---|
| Maximum | 295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 90 |
| median | 111 |
| Q3 | 135 |
| 95-th percentile | 171 |
| Maximum | 295 |
| Range | 294 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 33.575489 |
|---|---|
| Coefficient of variation (CV) | 0.2961791 |
| Kurtosis | 0.38266588 |
| Mean | 113.36211 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.38933664 |
| Sum | 92141632 |
| Variance | 1127.3135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 109 | 9954 | 1.2% |
| 104 | 9914 | 1.2% |
| 107 | 9878 | 1.2% |
| 110 | 9853 | 1.2% |
| 102 | 9846 | 1.2% |
| 112 | 9804 | 1.2% |
| 108 | 9802 | 1.2% |
| 115 | 9783 | 1.2% |
| 106 | 9782 | 1.2% |
| 111 | 9723 | 1.2% |
| Other values (285) | 714469 |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 2 | 3 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 10 | |
| 8 | 15 | |
| 9 | 11 | |
| 10 | 16 |
| Value | Count | Frequency (%) |
| 295 | 3 | |
| 294 | 1 | < 0.1% |
| 293 | 3 | |
| 292 | 6 | |
| 291 | 2 | < 0.1% |
| 290 | 3 | |
| 289 | 2 | < 0.1% |
| 288 | 6 | |
| 287 | 6 | |
| 286 | 3 |
triglyceride
Real number (ℝ)
| Distinct | 460 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.1464 |
| Minimum | 1 |
|---|---|
| Maximum | 460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 71 |
| median | 102 |
| Q3 | 149 |
| 95-th percentile | 262 |
| Maximum | 460 |
| Range | 459 |
| Interquartile range (IQR) | 78 |
Descriptive statistics
| Standard deviation | 69.596899 |
|---|---|
| Coefficient of variation (CV) | 0.57926746 |
| Kurtosis | 3.0033508 |
| Mean | 120.1464 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | 1.5753882 |
| Sum | 97655955 |
| Variance | 4843.7284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72 | 7249 | 0.9% |
| 69 | 7153 | 0.9% |
| 70 | 7151 | 0.9% |
| 66 | 7143 | 0.9% |
| 78 | 7126 | 0.9% |
| 68 | 7089 | 0.9% |
| 75 | 7084 | 0.9% |
| 77 | 7069 | 0.9% |
| 76 | 7068 | 0.9% |
| 67 | 7063 | 0.9% |
| Other values (450) | 741613 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 9 | |
| 8 | 4 | |
| 9 | 8 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 460 | 49 | |
| 459 | 46 | |
| 458 | 55 | |
| 457 | 45 | |
| 456 | 51 | |
| 455 | 58 | |
| 454 | 70 | |
| 453 | 42 | |
| 452 | 60 | |
| 451 | 53 |
hemoglobin
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 154 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.163037 |
| Minimum | 5.5 |
|---|---|
| Maximum | 22.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 11.7 |
| Q1 | 13.1 |
| median | 14.2 |
| Q3 | 15.3 |
| 95-th percentile | 16.5 |
| Maximum | 22.7 |
| Range | 17.2 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.5547621 |
|---|---|
| Coefficient of variation (CV) | 0.10977604 |
| Kurtosis | 0.65041168 |
| Mean | 14.163037 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.37296353 |
| Sum | 11511830 |
| Variance | 2.4172853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.5 | 19809 | 2.4% |
| 13.6 | 19721 | 2.4% |
| 13.4 | 19668 | 2.4% |
| 13.3 | 19563 | 2.4% |
| 13.8 | 19391 | 2.4% |
| 14 | 19329 | 2.4% |
| 13.7 | 19107 | 2.4% |
| 13.9 | 19067 | 2.3% |
| 13.2 | 19063 | 2.3% |
| 13.1 | 18768 | 2.3% |
| Other values (144) | 619322 |
| Value | Count | Frequency (%) |
| 5.5 | 9 | < 0.1% |
| 5.6 | 7 | < 0.1% |
| 5.7 | 8 | < 0.1% |
| 5.8 | 14 | |
| 5.9 | 10 | < 0.1% |
| 6 | 19 | |
| 6.1 | 16 | |
| 6.2 | 20 | |
| 6.3 | 26 | |
| 6.4 | 23 |
| Value | Count | Frequency (%) |
| 22.7 | 1 | < 0.1% |
| 21.7 | 2 | < 0.1% |
| 21.6 | 2 | < 0.1% |
| 20.9 | 1 | < 0.1% |
| 20.5 | 1 | < 0.1% |
| 20.3 | 1 | < 0.1% |
| 20.2 | 2 | < 0.1% |
| 20.1 | 3 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19.9 | 10 |
urine_protein
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.7 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2438424 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 812808 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 812808 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1625616 | |
| Other Punctuation | 812808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| 0 | 812808 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 812808 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2438424 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2438424 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 812808 | |
| . | 812808 | |
| 0 | 812808 |
serum_creatinine
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84348776 |
| Minimum | 0.1 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.7 |
| median | 0.8 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 2 |
| Range | 1.9 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.19596075 |
|---|---|
| Coefficient of variation (CV) | 0.23232198 |
| Kurtosis | 0.51428834 |
| Mean | 0.84348776 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.39821114 |
| Sum | 685593.6 |
| Variance | 0.038400616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 161910 | |
| 0.9 | 146637 | |
| 0.7 | 139270 | |
| 1 | 112728 | |
| 0.6 | 94323 | |
| 1.1 | 68637 | |
| 0.5 | 33614 | 4.1% |
| 1.2 | 31549 | 3.9% |
| 1.3 | 11248 | 1.4% |
| 0.4 | 5125 | 0.6% |
| Other values (10) | 7767 | 1.0% |
| Value | Count | Frequency (%) |
| 0.1 | 339 | < 0.1% |
| 0.2 | 79 | < 0.1% |
| 0.3 | 474 | 0.1% |
| 0.4 | 5125 | 0.6% |
| 0.5 | 33614 | 4.1% |
| 0.6 | 94323 | |
| 0.7 | 139270 | |
| 0.8 | 161910 | |
| 0.9 | 146637 | |
| 1 | 112728 |
| Value | Count | Frequency (%) |
| 2 | 104 | < 0.1% |
| 1.9 | 122 | < 0.1% |
| 1.8 | 282 | < 0.1% |
| 1.7 | 361 | < 0.1% |
| 1.6 | 668 | 0.1% |
| 1.5 | 1476 | 0.2% |
| 1.4 | 3862 | 0.5% |
| 1.3 | 11248 | 1.4% |
| 1.2 | 31549 | |
| 1.1 | 68637 |
SGOT_AST
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 59 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.585759 |
| Minimum | 1 |
|---|---|
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 19 |
| median | 22 |
| Q3 | 27 |
| 95-th percentile | 38 |
| Maximum | 59 |
| Range | 58 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.3968447 |
|---|---|
| Coefficient of variation (CV) | 0.31361486 |
| Kurtosis | 2.5117214 |
| Mean | 23.585759 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.3079106 |
| Sum | 19170694 |
| Variance | 54.713311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 57073 | 7.0% |
| 21 | 55772 | 6.9% |
| 19 | 55577 | 6.8% |
| 22 | 53286 | 6.6% |
| 18 | 52011 | 6.4% |
| 23 | 49638 | 6.1% |
| 24 | 45180 | 5.6% |
| 17 | 44731 | 5.5% |
| 25 | 40413 | 5.0% |
| 16 | 36529 | 4.5% |
| Other values (49) | 322598 |
| Value | Count | Frequency (%) |
| 1 | 10 | < 0.1% |
| 2 | 16 | < 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 20 | < 0.1% |
| 5 | 29 | < 0.1% |
| 6 | 56 | < 0.1% |
| 7 | 109 | < 0.1% |
| 8 | 248 | < 0.1% |
| 9 | 492 | 0.1% |
| 10 | 1472 |
| Value | Count | Frequency (%) |
| 59 | 457 | 0.1% |
| 58 | 500 | |
| 57 | 594 | |
| 56 | 577 | |
| 55 | 735 | |
| 54 | 713 | |
| 53 | 851 | |
| 52 | 937 | |
| 51 | 1051 | |
| 50 | 1203 |
SGOT_ALT
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 78 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.41217 |
| Minimum | 1 |
|---|---|
| Maximum | 78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14 |
| median | 19 |
| Q3 | 27 |
| 95-th percentile | 47 |
| Maximum | 78 |
| Range | 77 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 11.935693 |
|---|---|
| Coefficient of variation (CV) | 0.53255411 |
| Kurtosis | 3.0518213 |
| Mean | 22.41217 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.5989108 |
| Sum | 18216791 |
| Variance | 142.46077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 42207 | 5.2% |
| 14 | 41583 | 5.1% |
| 16 | 41444 | 5.1% |
| 17 | 40263 | 5.0% |
| 13 | 38944 | 4.8% |
| 18 | 38642 | 4.8% |
| 12 | 36474 | 4.5% |
| 19 | 36230 | 4.5% |
| 20 | 33510 | 4.1% |
| 11 | 31761 | 3.9% |
| Other values (68) | 431750 |
| Value | Count | Frequency (%) |
| 1 | 26 | < 0.1% |
| 2 | 53 | < 0.1% |
| 3 | 164 | < 0.1% |
| 4 | 503 | 0.1% |
| 5 | 1444 | 0.2% |
| 6 | 2855 | 0.4% |
| 7 | 5874 | 0.7% |
| 8 | 10977 | 1.4% |
| 9 | 17029 | |
| 10 | 28437 |
| Value | Count | Frequency (%) |
| 78 | 473 | |
| 77 | 442 | |
| 76 | 517 | |
| 75 | 466 | |
| 74 | 555 | |
| 73 | 570 | |
| 72 | 645 | |
| 71 | 616 | |
| 70 | 652 | |
| 69 | 689 |
gamma_GTP
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 119 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.436825 |
| Minimum | 1 |
|---|---|
| Maximum | 119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 22 |
| Q3 | 35 |
| 95-th percentile | 72 |
| Maximum | 119 |
| Range | 118 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 20.001477 |
|---|---|
| Coefficient of variation (CV) | 0.70336532 |
| Kurtosis | 3.7681075 |
| Mean | 28.436825 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.8862622 |
| Sum | 23113679 |
| Variance | 400.05906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 36990 | 4.6% |
| 15 | 36607 | 4.5% |
| 13 | 35780 | 4.4% |
| 16 | 35349 | 4.3% |
| 17 | 33536 | 4.1% |
| 12 | 33106 | 4.1% |
| 18 | 31608 | 3.9% |
| 19 | 29347 | 3.6% |
| 11 | 28485 | 3.5% |
| 20 | 27533 | 3.4% |
| Other values (109) | 484467 |
| Value | Count | Frequency (%) |
| 1 | 14 | < 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 149 | < 0.1% |
| 4 | 194 | < 0.1% |
| 5 | 545 | 0.1% |
| 6 | 1417 | 0.2% |
| 7 | 3153 | 0.4% |
| 8 | 7440 | 0.9% |
| 9 | 12801 | |
| 10 | 23083 |
| Value | Count | Frequency (%) |
| 119 | 428 | |
| 118 | 423 | |
| 117 | 476 | |
| 116 | 443 | |
| 115 | 469 | |
| 114 | 449 | |
| 113 | 534 | |
| 112 | 490 | |
| 111 | 544 | |
| 110 | 546 |
SMK_stat_type_cd
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.2 MiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 812808 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 511760 | |
| 3 | 164633 | 20.3% |
| 2 | 136415 | 16.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 511760 | |
| 3 | 164633 | 20.3% |
| 2 | 136415 | 16.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 511760 | |
| 3 | 164633 | 20.3% |
| 2 | 136415 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 812808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 511760 | |
| 3 | 164633 | 20.3% |
| 2 | 136415 | 16.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 812808 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 511760 | |
| 3 | 164633 | 20.3% |
| 2 | 136415 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 812808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 511760 | |
| 3 | 164633 | 20.3% |
| 2 | 136415 | 16.8% |
DRK_YN
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.2 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 812808 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 412610 | |
| 1 | 400198 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 412610 | |
| 1 | 400198 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 412610 | |
| 1 | 400198 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 812808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 412610 | |
| 1 | 400198 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 812808 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 412610 | |
| 1 | 400198 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 812808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 412610 | |
| 1 | 400198 |
| age | height | weight | waistline | sight_left | sight_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | sex | SMK_stat_type_cd | DRK_YN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.375 | -0.147 | 0.181 | -0.373 | -0.367 | 0.264 | 0.141 | 0.248 | 0.073 | -0.120 | 0.084 | 0.155 | -0.162 | -0.012 | 0.244 | 0.105 | 0.076 | 0.128 | 0.136 | 0.285 |
| height | -0.375 | 1.000 | 0.677 | 0.341 | 0.269 | 0.271 | 0.057 | 0.106 | 0.039 | -0.044 | -0.193 | -0.016 | 0.129 | 0.588 | 0.481 | 0.057 | 0.230 | 0.316 | 0.751 | 0.362 | 0.363 |
| weight | -0.147 | 0.677 | 1.000 | 0.781 | 0.164 | 0.165 | 0.268 | 0.270 | 0.191 | 0.046 | -0.350 | 0.081 | 0.334 | 0.541 | 0.433 | 0.181 | 0.426 | 0.454 | 0.608 | 0.290 | 0.258 |
| waistline | 0.181 | 0.341 | 0.781 | 1.000 | -0.012 | -0.009 | 0.348 | 0.299 | 0.264 | 0.076 | -0.382 | 0.104 | 0.402 | 0.392 | 0.316 | 0.249 | 0.444 | 0.461 | 0.437 | 0.210 | 0.114 |
| sight_left | -0.373 | 0.269 | 0.164 | -0.012 | 1.000 | 0.726 | -0.087 | -0.019 | -0.074 | 0.003 | 0.005 | 0.003 | -0.015 | 0.176 | 0.098 | -0.051 | 0.031 | 0.044 | 0.174 | 0.085 | 0.156 |
| sight_right | -0.367 | 0.271 | 0.165 | -0.009 | 0.726 | 1.000 | -0.083 | -0.016 | -0.072 | 0.003 | 0.001 | 0.005 | -0.012 | 0.178 | 0.102 | -0.049 | 0.033 | 0.046 | 0.179 | 0.086 | 0.154 |
| SBP | 0.264 | 0.057 | 0.268 | 0.348 | -0.087 | -0.083 | 1.000 | 0.728 | 0.229 | 0.073 | -0.140 | 0.054 | 0.240 | 0.187 | 0.131 | 0.190 | 0.226 | 0.267 | 0.207 | 0.095 | 0.052 |
| DBP | 0.141 | 0.106 | 0.270 | 0.299 | -0.019 | -0.016 | 0.728 | 1.000 | 0.184 | 0.104 | -0.118 | 0.080 | 0.232 | 0.238 | 0.138 | 0.165 | 0.219 | 0.272 | 0.198 | 0.097 | 0.080 |
| BLDS | 0.248 | 0.039 | 0.191 | 0.264 | -0.074 | -0.072 | 0.229 | 0.184 | 1.000 | 0.055 | -0.134 | 0.033 | 0.235 | 0.118 | 0.121 | 0.122 | 0.203 | 0.245 | 0.133 | 0.082 | 0.037 |
| tot_chole | 0.073 | -0.044 | 0.046 | 0.076 | 0.003 | 0.003 | 0.073 | 0.104 | 0.055 | 1.000 | 0.167 | 0.899 | 0.266 | 0.089 | 0.026 | 0.102 | 0.118 | 0.148 | 0.049 | 0.022 | 0.046 |
| HDL_chole | -0.120 | -0.193 | -0.350 | -0.382 | 0.005 | 0.001 | -0.140 | -0.118 | -0.134 | 0.167 | 1.000 | -0.061 | -0.465 | -0.247 | -0.227 | -0.093 | -0.251 | -0.224 | 0.299 | 0.142 | 0.053 |
| LDL_chole | 0.084 | -0.016 | 0.081 | 0.104 | 0.003 | 0.005 | 0.054 | 0.080 | 0.033 | 0.899 | -0.061 | 1.000 | 0.132 | 0.101 | 0.057 | 0.074 | 0.108 | 0.097 | 0.041 | 0.023 | 0.053 |
| triglyceride | 0.155 | 0.129 | 0.334 | 0.402 | -0.015 | -0.012 | 0.240 | 0.232 | 0.235 | 0.266 | -0.465 | 0.132 | 1.000 | 0.275 | 0.180 | 0.184 | 0.335 | 0.417 | 0.234 | 0.156 | 0.075 |
| hemoglobin | -0.162 | 0.588 | 0.541 | 0.392 | 0.176 | 0.178 | 0.187 | 0.238 | 0.118 | 0.089 | -0.247 | 0.101 | 0.275 | 1.000 | 0.486 | 0.217 | 0.404 | 0.461 | 0.717 | 0.348 | 0.292 |
| serum_creatinine | -0.012 | 0.481 | 0.433 | 0.316 | 0.098 | 0.102 | 0.131 | 0.138 | 0.121 | 0.026 | -0.227 | 0.057 | 0.180 | 0.486 | 1.000 | 0.178 | 0.253 | 0.332 | 0.614 | 0.271 | 0.193 |
| SGOT_AST | 0.244 | 0.057 | 0.181 | 0.249 | -0.051 | -0.049 | 0.190 | 0.165 | 0.122 | 0.102 | -0.093 | 0.074 | 0.184 | 0.217 | 0.178 | 1.000 | 0.699 | 0.401 | 0.199 | 0.091 | 0.033 |
| SGOT_ALT | 0.105 | 0.230 | 0.426 | 0.444 | 0.031 | 0.033 | 0.226 | 0.219 | 0.203 | 0.118 | -0.251 | 0.108 | 0.335 | 0.404 | 0.253 | 0.699 | 1.000 | 0.581 | 0.351 | 0.164 | 0.071 |
| gamma_GTP | 0.076 | 0.316 | 0.454 | 0.461 | 0.044 | 0.046 | 0.267 | 0.272 | 0.245 | 0.148 | -0.224 | 0.097 | 0.417 | 0.461 | 0.332 | 0.401 | 0.581 | 1.000 | 0.453 | 0.268 | 0.277 |
| sex | 0.128 | 0.751 | 0.608 | 0.437 | 0.174 | 0.179 | 0.207 | 0.198 | 0.133 | 0.049 | 0.299 | 0.041 | 0.234 | 0.717 | 0.614 | 0.199 | 0.351 | 0.453 | 1.000 | 0.641 | 0.354 |
| SMK_stat_type_cd | 0.136 | 0.362 | 0.290 | 0.210 | 0.085 | 0.086 | 0.095 | 0.097 | 0.082 | 0.022 | 0.142 | 0.023 | 0.156 | 0.348 | 0.271 | 0.091 | 0.164 | 0.268 | 0.641 | 1.000 | 0.349 |
| DRK_YN | 0.285 | 0.363 | 0.258 | 0.114 | 0.156 | 0.154 | 0.052 | 0.080 | 0.037 | 0.046 | 0.053 | 0.053 | 0.075 | 0.292 | 0.193 | 0.033 | 0.071 | 0.277 | 0.354 | 0.349 | 1.000 |
| sex | age | height | weight | waistline | sight_left | sight_right | hear_left | hear_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | urine_protein | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | SMK_stat_type_cd | DRK_YN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 35 | 170 | 75.0 | 90.0 | 1.0 | 1.0 | 1.0 | 1.0 | 120.0 | 80.0 | 99.0 | 193.0 | 48.0 | 126.0 | 92.0 | 17.1 | 1.0 | 1.0 | 21.0 | 35.0 | 40.0 | 1 | 1 |
| 1 | 1 | 30 | 180 | 80.0 | 89.0 | 0.9 | 1.2 | 1.0 | 1.0 | 130.0 | 82.0 | 106.0 | 228.0 | 55.0 | 148.0 | 121.0 | 15.8 | 1.0 | 0.9 | 20.0 | 36.0 | 27.0 | 3 | 0 |
| 2 | 1 | 40 | 165 | 75.0 | 91.0 | 1.2 | 1.5 | 1.0 | 1.0 | 120.0 | 70.0 | 98.0 | 136.0 | 41.0 | 74.0 | 104.0 | 15.8 | 1.0 | 0.9 | 47.0 | 32.0 | 68.0 | 1 | 0 |
| 3 | 1 | 50 | 175 | 80.0 | 91.0 | 1.5 | 1.2 | 1.0 | 1.0 | 145.0 | 87.0 | 95.0 | 201.0 | 76.0 | 104.0 | 106.0 | 17.6 | 1.0 | 1.1 | 29.0 | 34.0 | 18.0 | 1 | 0 |
| 4 | 1 | 50 | 165 | 60.0 | 80.0 | 1.0 | 1.2 | 1.0 | 1.0 | 138.0 | 82.0 | 101.0 | 199.0 | 61.0 | 117.0 | 104.0 | 13.8 | 1.0 | 0.8 | 19.0 | 12.0 | 25.0 | 1 | 0 |
| 6 | 0 | 45 | 150 | 55.0 | 69.0 | 0.5 | 0.4 | 1.0 | 1.0 | 101.0 | 58.0 | 89.0 | 196.0 | 66.0 | 115.0 | 75.0 | 12.3 | 1.0 | 0.8 | 19.0 | 12.0 | 12.0 | 1 | 0 |
| 7 | 1 | 35 | 175 | 65.0 | 84.2 | 1.2 | 1.0 | 1.0 | 1.0 | 132.0 | 80.0 | 94.0 | 185.0 | 58.0 | 107.0 | 101.0 | 14.4 | 1.0 | 0.8 | 18.0 | 18.0 | 35.0 | 3 | 1 |
| 8 | 1 | 55 | 170 | 75.0 | 84.0 | 1.2 | 0.9 | 1.0 | 1.0 | 145.0 | 85.0 | 104.0 | 217.0 | 56.0 | 141.0 | 100.0 | 15.1 | 1.0 | 0.8 | 32.0 | 23.0 | 26.0 | 1 | 1 |
| 9 | 1 | 40 | 175 | 75.0 | 82.0 | 1.5 | 1.5 | 1.0 | 1.0 | 132.0 | 105.0 | 100.0 | 195.0 | 60.0 | 118.0 | 83.0 | 13.9 | 1.0 | 0.9 | 21.0 | 38.0 | 16.0 | 2 | 1 |
| 10 | 1 | 45 | 155 | 55.0 | 79.2 | 1.0 | 1.0 | 1.0 | 1.0 | 118.0 | 70.0 | 90.0 | 183.0 | 42.0 | 130.0 | 55.0 | 12.9 | 1.0 | 0.8 | 19.0 | 14.0 | 19.0 | 1 | 0 |
| sex | age | height | weight | waistline | sight_left | sight_right | hear_left | hear_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | urine_protein | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | SMK_stat_type_cd | DRK_YN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 991336 | 1 | 80 | 170 | 60.0 | 74.0 | 1.0 | 0.9 | 1.0 | 1.0 | 139.0 | 83.0 | 109.0 | 171.0 | 75.0 | 84.0 | 57.0 | 12.0 | 1.0 | 1.2 | 18.0 | 11.0 | 15.0 | 2 | 1 |
| 991337 | 0 | 35 | 165 | 70.0 | 81.0 | 1.0 | 1.0 | 1.0 | 1.0 | 113.0 | 69.0 | 81.0 | 173.0 | 63.0 | 92.0 | 88.0 | 13.3 | 1.0 | 0.7 | 20.0 | 17.0 | 12.0 | 1 | 0 |
| 991338 | 1 | 20 | 175 | 65.0 | 74.5 | 1.0 | 1.5 | 1.0 | 1.0 | 105.0 | 70.0 | 87.0 | 211.0 | 72.0 | 120.0 | 92.0 | 15.4 | 1.0 | 0.8 | 25.0 | 26.0 | 50.0 | 2 | 1 |
| 991339 | 1 | 70 | 165 | 60.0 | 78.0 | 0.9 | 0.8 | 1.0 | 1.0 | 137.0 | 78.0 | 93.0 | 167.0 | 57.0 | 89.0 | 105.0 | 16.1 | 1.0 | 1.0 | 23.0 | 13.0 | 32.0 | 1 | 1 |
| 991340 | 0 | 50 | 150 | 50.0 | 72.6 | 1.0 | 1.0 | 1.0 | 1.0 | 116.0 | 74.0 | 108.0 | 178.0 | 48.0 | 105.0 | 125.0 | 15.2 | 1.0 | 0.8 | 28.0 | 26.0 | 29.0 | 1 | 0 |
| 991341 | 1 | 45 | 175 | 80.0 | 92.1 | 1.5 | 1.5 | 1.0 | 1.0 | 114.0 | 80.0 | 88.0 | 198.0 | 46.0 | 125.0 | 132.0 | 15.0 | 1.0 | 1.0 | 26.0 | 36.0 | 27.0 | 1 | 0 |
| 991342 | 1 | 35 | 170 | 75.0 | 86.0 | 1.0 | 1.5 | 1.0 | 1.0 | 119.0 | 83.0 | 83.0 | 133.0 | 40.0 | 84.0 | 45.0 | 15.8 | 1.0 | 1.1 | 14.0 | 17.0 | 15.0 | 1 | 0 |
| 991343 | 0 | 40 | 155 | 50.0 | 68.0 | 1.0 | 0.7 | 1.0 | 1.0 | 110.0 | 70.0 | 90.0 | 205.0 | 96.0 | 77.0 | 157.0 | 14.3 | 1.0 | 0.8 | 30.0 | 27.0 | 17.0 | 3 | 1 |
| 991344 | 1 | 25 | 175 | 60.0 | 72.0 | 1.5 | 1.0 | 1.0 | 1.0 | 119.0 | 74.0 | 69.0 | 122.0 | 38.0 | 73.0 | 53.0 | 14.5 | 1.0 | 0.8 | 21.0 | 14.0 | 17.0 | 1 | 0 |
| 991345 | 1 | 50 | 160 | 70.0 | 90.5 | 1.0 | 1.5 | 1.0 | 1.0 | 133.0 | 79.0 | 99.0 | 225.0 | 39.0 | 153.0 | 163.0 | 15.8 | 1.0 | 0.9 | 24.0 | 43.0 | 36.0 | 3 | 1 |